Bibliography Report

Introduction

This report assesses the GA1 Bibliography in regards to different measures and shows some information of the content. It does not assess the content of the sources but rather the bibliometric data.

Cleanliness of the Bibliography

Cleanliness of a bibliography is defined here as the quality of the bibliografic data in the bibliography. It does not concern any topical measures, only measures related to the bibliografic data in the bibliography.

The analysis is at the moment only done for DOIs as corresponding measures are not available at the moment for ISBNs and ISSNs and duplicate ISBNs and ISSNs can be rcorrect as div=fferent chapters of a book might be in the bibliography.

Entries with DOIs, ISBNs or ISSNs in Zotero

To identify a reference, the most widely used identifier is the DOI. The following table shows the number of references with a DOI and the number of unique DOIs.

To consider duplicate ISBNs or ISSNs as duplicates entries in the library is not waranted as e.g. differenc chapters of a book can be separate entries in the library and therefore lead to duplicates.

DOIs: 5658 (71.71%) - 0 duplicates
ISBNss: 575 (7.29%) - 50 duplicates
ISBNss: 4678 (59.29%) - 3742 duplicates

DOIs in Zotero

The foilowing sections provide some more detailed analysis of the bibliography in Zenodo. The tables all contain clickable links which, shwen clicked, show the respective article in the Zotero bibliograpohy.

Duplicates

The following DOIs are duplicates in the bibliography. This table should be empty.

Show the code

if (length(bib_data$metrics$zotero_dois$duplicate) > 0) {
  data.frame(
    doi = bib_data$metrics$zotero_dois$duplicate,
    link = paste0(bib_data$bibliography$url, "/items/", names(bib_data$metrics$zotero_dois$duplicate))
  ) |>
    dplyr::mutate(
      doi = paste0('<a href="', link, '" target="_blank">', doi, "</a>"),
      link = NULL
    ) |>
    knitr::kable(
      caption = "DOIs in Zenodo which are duplicated",
      escape = FALSE
    )
}

Non Standard

All DOIs should be given as only the DOI without the resolver, i.e. not starting withhttp`. The following table shows all entries which do have a non-copnform DOI:

Show the code

#|

http <- grep("http", bib_data$metrics$zotero_dois$id_raw)
data.frame(
  doi = bib_data$metrics$zotero_dois$id_raw[http],
  link = paste0(bib_data$bibliography$url, "/items/", names(bib_data$metrics$zotero_dois$id_raw)[http])
) |>
  dplyr::mutate(
    doi = paste0('<a href="', link, '" target="_blank">', doi, "</a>"),
    link = NULL
  ) |>
  knitr::kable(
    caption = "DOIs in Zenodo which include a `http`",
    escape = FALSE
  )

DOIs in Zenodo which include a `http`
	doi
DKN68A57	https://doi.org/10.5194/soil-1-351-2015
XII6U7E4	https://doi.org/10.5194/essd-9-927-2017
IWB5A6EB	https://doi.org/10.1016/j.enpol.2013.10.051
D6LTWQ5G	https://doi.org/10.5194/bg-14-301-2017
9G7H9SND	https://doi.org/https://doi.org/10.18356/6d0f0152-en
C6ZKG8QJ	http://dx.doi.org/10.4314/ijma.v1i6.1

Not Valid

Here we do acheck for the structural validity of the dois. This check needs to be improved. Of these 763 are not valid. These are:

Show the code

#|

data.frame(
  doi = bib_data$metrics$zotero_dois$not_valid,
  link = paste0(bib_data$bibliography$url, "/items/", names(bib_data$metrics$zotero_dois$not_valid))
) |>
  dplyr::mutate(
    doi = paste0('<a href="', link, '" target="_blank">', doi, "</a>"),
    link = NULL
  ) |>
  knitr::kable(
    caption = "DOIs in Zenodo which ar not valid",
    escape = FALSE
  )

DOIs in Zenodo which ar not valid
	doi
5VNT78BX	10.1890/1051-0761(2000)010[1251:ROTEKA]2.0.CO;2
ELB7PLXR	10.1675/1524-4695(2002)025[0173:GCCASL]2.0.CO;2
XTN3XYAG	10.1659/0276-4741(2007)27[15:WWCABL]2.0.CO;2
JF47N7L8	10.1663/0013-0001(2005)059[0245:TSCDTD]2.0.CO;2
FG7K63XK	10.1577/1548-8659(1999)128<0769:IFINUL>2.0.CO;2
NET83M86	10.1890/1051-0761(1997)007[0737:HAOTGN]2.0.CO;2
K86X52AD	10.1890/1540-9295(2006)4[519:SGPFBM]2.0.CO;2
TGX4MC46	10.1890/1051-0761(2001)011[0999:NRDTCT]2.0.CO;2
HE3EFHTJ	10.2193/0022-541X(2005)069<0014:WCWDMB>2.0.CO;2
AQKQUQBU	10.1641/0006-3568(2001)051[0933:TEOTWA]2.0.CO;2
S58UQ8MS	10.1890/1051-0761(2000)010[1327:KEIPOT]2.0.CO;2
WWLBS2XF	10.1641/0006-3568(2003)053[0235:HHATDO]2.0.CO;2
3GI73JZG	10.1890/1051-0761(2000)010[1270:UTEKIS]2.0.CO;2
TALSZ2PZ	10.1579/0044-7447(2007)36[622:itimtt]2.0.co;2
MQCZREAX	10.1890/0012-9658(2006)87[1877:MBDICL]2.0.CO;2
PVW7M24E	10.1890/1051-0761(2006)016[2035:BIRFUP]2.0.CO;2
FSWJ5AHN	10.1890/1540-9295(2006)4[541:ILEKAM]2.0.CO;2
4JDI23BH	10.1890/1051-0761(2003)013[0117:TIOMRD]2.0.CO;2
K8FD6V9P	10.1890/1051-0761(2000)010[1318:TROMNP]2.0.CO;2
B25ZYMGD	10.1641/0006-3568(2001)051[0293:TSDPCD]2.0.CO;2
BY6GKEN3	10.1577/1548-8446(2004)29[10:ACSSIT]2.0.CO;2
STYHICYG	2020031315111836
69QW84J6	10.1890/1051-0761(2000)010[1307:NMFOKT]2.0.CO;2
NNLZKMRC	10.1641/0006-3568(2001)051[0807:MFOOTW]2.0.CO;2
3AF6X4SZ	10.1659/0276-4741(2003)023[0278:TNSOIP]2.0.CO;2
S7TIPEFP	10.1641/0006-3568(2002)052[0143:PCAUDF]2.0.CO;2
58UBR5D8	10.1641/0006-3568(2000)050[0783:AORECB]2.0.CO;2
Q4DVMZA4	10.1890/1051-0761(2006)016[2064:dalawa]2.0.co;2
9SA8RKE5	10.1641/0006-3568(2006)56[987:agcfse]2.0.co;2
KMXDM6BX	10.1002/(sici)1099-0771(199612)9:4<231::aid-bdm240>3.0.co;2-l
JYI4SJZI	10.1641/0006-3568(2005)055[1041:OOIW]2.0.CO;2
WDKCZPAN	10.1175/1520-0442(1999)012<1368:AMRROA>2.0.CO;2
IW2EQJXX	10.1175/1520-0442(1999)012<2775:MTTITH>2.0.CO;2
DE8TCK6L	10.1641/0006-3568(2002)052[0883:UBAC]2.0.CO;2
RGFU26E3	10.1890/1540-9295(2003)001[0488:RDECAR]2.0.CO;2
NHUT3L8Z	10.1890/1540-9295(2003)001[0031:PSATEO]2.0.CO;2
GR68LM9Y	10.1890/0012-9658(2001)082[3275:IITTBT]2.0.CO;2
9G7H9SND	https://doi.org/10.18356/6d0f0152-en
SWLU56EA	10.1641/0006-3568(2000)050[0313:TCLAAM]2.3.CO;2
VYMBJUWN	10.1890/1540-9295(2007)5[13:DTHEF]2.0.CO;2
RSJAQGU7	10.1641/0006-3568(2001)051[0180:aditnu]2.0.co;2
CV44CGXW	10.1641/0006-3568(2003)053[1159:TECOSA]2.0.CO;2

Not in OpenAlex

To validate the existence and validity of the DOIs, we check if the DOIs are in the OpenAlex database.

Of the 5658 unique DOIs in the library, 763 (13.49%) are in not in OpenAlex. This includes the non-valid DOIS, whci are filtered out in the table below.

Show the code

data.frame(
  doi = bib_data$metrics$zotero_dois$not_in_oa,
  link = paste0(bib_data$bibliography$url, "/items/", names(bib_data$metrics$zotero_dois$not_in_oa))
) |>
  dplyr::mutate(
    doi = paste0('<a href="', link, '" target="_blank">', doi, "</a>"),
    link = NULL
  ) |>
  knitr::kable(
    caption = "DOIs in Zenodo which ar not in [OpenAlex](https://OpenAlex.org){target='_blank'}",
    escape = FALSE
  )

DOIs in Zenodo which ar not in OpenAlex
	doi
BBXIPVAT	10.5751/ES-09746-220427
5VNT78BX	10.1890/1051-0761(2000)010[1251:ROTEKA]2.0.CO;2
SYIYIF69	10.5751/ES-05443-180220
EZPAJNVR	10.1017/S1355770X07003713
2AVS7EIP	10.21273/HORTSCI.45.5.778
MJ87VAGS	10.1017/S0020818300001521
76HLKVH7	10.5751/ES-02688-140123
LJVBGKQZ	10.1079/RAF2005113
XVUUE2ME	10.1071/RJ15055
YBPVUC82	10.1016/S0305-750X(98)00141-7
ANVGH54Y	10.5751/ES-04204-1602r01
3YNKD2QI	10.1111/j.1526-100X.2007.00342.x
X9Y9NZUG	10.1016/S0734-9750(02)00011-3
ELB7PLXR	10.1675/1524-4695(2002)025[0173:GCCASL]2.0.CO;2
8SYFGYQB	10.1111/j.1744-697X.2007.00073.x
HBWNJYG2	10.5751/ES-00708-090306
7SCFH77J	10.1007/BF01791280
EHTZSMTI	10.1016/S0165-1765(97)00179-1
YRKFZN4E	10.1023/B:BIOC.0000021333.23413.42
97T6XQ88	10.5751/ES-07868-200344
J8JK4D26	10.1029/98GB02336
KQ2SZD9N	10.1017/S1742058X16000138
I4DAFPQI	10.1097/01.PHH.0000316481.27017.07
IM7LXM4G	10.5751/ES-02590-130224
85CPRQ2E	10.1016/B0-12-176480-X/00025-5
8LECMNX7	10.5751/ES-02376-130112
I6NIFRI7	10.1641/B581002
XTN3XYAG	10.1659/0276-4741(2007)27[15:WWCABL]2.0.CO;2
W78DZMEZ	10.1017/S0022381612000448
YEFRDNGW	10.1007/BF00889070
L95PL67P	10.1046/j.1466-822X.2003.00327.x
VBISIH8C	10.1080/00201747308601682
JF47N7L8	10.1663/0013-0001(2005)059[0245:TSCDTD]2.0.CO;2
PJRVMB6R	10.5751/ES-00018-010106
JXTJB6DM	10.1162/REST_a_00331
8GAIEGNZ	10.5751/ES-09876-230215
EX4FFNCF	10.1590/S1676-06032014000100001
Y9QKQIFW	10.1016/S0743-0167(98)00023-0
9EGQQ5ZE	10.1016/S0195-9255(98)00019-5
NEREI354	10.1111/j.1654-109X.2011.01165.x
LUWVG2IZ	10.5751/ES-01364-100136
H24TTZYI	10.1103/PhysRevLett.120.108701
PM6MPUE3	10.1002/2013EF000188
NZ3AC65S	10.5751/ES-04087-160205
2ZU59YPE	10.1175/JCLI3990.1
TDSSMJDN	10.5751/ES-00650-090205
92T6EPX9	10.1023/A:1007625606243
33Q7GEEP	10.1017/S1355770X14000461
C86A58DQ	10.1023/A:1013332722014
DG323U2V	10.1079/PNS19620019
EBMMYQ48	10.1002/2013GB004654
FMENE55G	10.1017/S0043887100016415
FJ3GD9YN	10.2111/REM-D-13-00082.1
2UM6MJIQ	10.5751/ES-03862-160123
6FZUD3US	10.1017/S1742170507001640
HDZ39YV3	10.1016/0308-597X(77)90007-0
B4MD97QF	10.1017/S0143814X0400011X
DE4DJTF9	10.1016/S0749-3797(01)00403-2
KQ3ZQ494	10.1016/S0305-750X(01)00098-5
4WI6L3Z9	10.5751/ES-02670-130251
4LHHKZL7	10.1016/0308-597X(86)90054-0
V68YU7C2	10.1162/REST_a_00438
NQN987PA	10.1505/IFOR.5.3.293.19138
QUWH2AHX	10.1017/S0003055413000014
NSCV95LQ	10.1071/MF17019
35R57Z6E	10.1111/0162-895X.00230
YJ5BS3TM	10.1016/0095-0696(91)90045-K
JYZ7L7DX	10.1016/S0921-8009(97)00180-8
SBK7V9VJ	10.1016/0308-597X(80)90041-X
WRLQ6UHI	10.1016/S0305-750X(02)00004-9
CWZG6BK2	10.1016/0305-750X(96)00032-0
E6GH58WW	10.1016/S0304-4076(02)00158-6
ZFBVWRY3	10.2105/AJPH.2010.300109
UZAPAK7S	10.1017/S0020818300001533
6G23VYWW	10.1023/A:1018727607651
KD9T3ZX4	10.1023/A:1018777311943
L4B2EJSH	10.1023/B:NHAZ.0000020259.58716.0d
MQ6AK2PC	10.1016/B0-12-226865-2/00157-7
279UH8QU	10.3233/HSM-1994-13307
M4FZSLYR	10.1023/A:1021226224601
DUVAAHXJ	10.1023/A:1018744011286
7VRDXBIE	10.1504/IJGENVI.2004.005288
WW7RIZTS	10.1007/BF02169038
ADQ2BNNY	10.1086/NTJ41789423
BALTH38C	10.5751/ES-03704-150438
KS7T5UE6	10.1504/IJPP.2011.043557
Y4BWT6KU	10.1504/IJGENVI.2004.006051
HJEM4V3F	10.1007/BF00122640
FG7K63XK	10.1577/1548-8659(1999)128<0769:IFINUL>2.0.CO;2
YDMEVLX4	10.5751/ES-01602-110130
Q9MDIQFC	10.1017/S0376892900021731
U9HCJXKC	10.1016/S2095-3119(16)61528-9
FRA8R46D	10.1023/A:1005984620681
ISVDJH6F	10.1111/0162-895X.00150
ZQYVI8C2	10.1016/S0921-8009(00)00153-1
F8Q4G9GV	10.1017/S0030605313001543
2R9GWLUT	10.1071/MF14173
BJW83MZP	10.5751/ES-05873-180226
XBPGYKVS	10.5751/ES-02405-130207
NET83M86	10.1890/1051-0761(1997)007[0737:HAOTGN]2.0.CO;2
SDZLPQ7U	10.5751/ES-08804-210409
MIVZ4FNI	10.1103/PhysRevLett.95.258101
XILA9A2S	10.5751/ES-09648-220407
K86X52AD	10.1890/1540-9295(2006)4[519:SGPFBM]2.0.CO;2
HILA4SCI	10.1016/S0140-6736(15)60901-1
NBMIHYYI	10.5751/ES-06937-190444
38HM7843	10.3152/030234209X442007
2C6IFLZ7	10.5751/ES-02593-130256
9V9VJ7BF	10.2305/IUCN.CH.2016.PARKS-22-2KS.en
LJTNJN5N	10.5751/ES-08100-210207
9DUMQDG7	10.5751/ES-08388-210247
BGMREZMZ	10.1177/0094582X15588104
2TL6X9DE	10.5751/ES-08378-210213
5NCHRBZ9	10.1016/S0921-8009(02)00092-7
KPKM2CG3	10.1111/j.1755-263X.2008.00040.x
C8VJPGB4	10.1017/PHN2006987
SDXVN8GJ	10.5751/ES-08092-210102
B969W4KH	10.5751/ES-05867-180412
JH9E3VYQ	10.5751/ES-06741-190339
863M6AYV	10.5751/ES-06111-190121
GXPTKMZW	10.1017/S0376892911000506
Q33I7GUV	10.5751/ES-05501-180318
3SR8XNGW	10.1023/A:1024623431924
QLBYG4S5	10.1023/A:1013896401710
4LQ9DT27	10.1023/A:1016671003027
B3JSQPPV	10.1023/A:1021319804455
Z8JUBK6U	10.1023/A:1013125611492
RIEIDG98	10.1023/A:1005569915357
68IGQ94T	10.1023/A:1026505324342
HQDY97QJ	10.1023/A:1007537809389
IB6ILFAI	10.1023/A:1015186001919
XK3S2VF5	10.1023/A:1024712424319
4ZTJ53LR	10.1023/A:1007545304561
BNGXGW6W	10.1023/A:1013151709605
267TVQI8	10.1023/A:1006114116095
3J4V7733	10.1016/S0301-4797(02)00191-3
6F9MSTAD	10.5751/ES-06799-190401
DFDSEGK7	10.1017/S0021859605005708
D464VL5D	10.1016/S0305-750X(01)00063-8
259B93GM	10.5751/ES-06966-190454
IF4UF6R5	10.5751/ES-09045-220117
BV2UCIM8	10.5751/ES-05563-180317
D286576R	10.5751/ES-04182-160322
MZZG65NU	10.3197/096327113X13581561725194
C4WK66Y9	10.3197/096327115X14183182353863
9UF7KRGK	10.5897/IJBC2014.0678
985HYIU8	10.5751/ES-09843-230112
BIZL44XA	10.5897/SRE11.1117
72WAR9H2	10.5751/ES-04148-160229
6MSBW9Z9	10.5751/ES-01542-110110
VKZMS4ZF	10.2305/IUCN.CH.2014.PARKS-21-2DS.en
2CZSKXIB	10.3197/096327114X13947900181031
QPC8RVSD	10.5751/ES-05093-180103
RCS8JU2M	10.33997/j.afs.2017.30.S1.001
AR56S6L7	10.5751/ES-06824-190356
ZUAJZ8QU	10.22459/HER.23.01.2017.06
DUQAX7VQ	10.5751/ES-05464-180341
MA5IF52T	10.5751/ES-05404-180214
AI9FJXCK	10.5751/ES-00591-080104
65U5LKL2	10.2305/IUCN.CH.2018.PARKS-24-SIDMM.en
TGX4MC46	10.1890/1051-0761(2001)011[0999:NRDTCT]2.0.CO;2
ABUBULPM	10.1641/B580208
3S8GXSRB	10.1504/IJSD.2013.053793
4NAJNXHU	10.14512/gaia.23.S1.6
U7EEAMVW	10.1504/IJGENVI.2006.010889
GPBHFGCC	10.1177/1037969X1403900309
34HCYY7B	10.1177/0160323X0203400203
UU7US4D5	10.1177/0739456X06291389
UITTPH3P	10.1163/157180609X432879
UMTX4GVE	10.1162/GLEP_a_00353
YPEHK8VB	10.1163/138548707X208818
T5G3DVJN	10.1111/j.1755-263X.2010.00162.x
I4XUQ9P9	10.1094/PHYTO-03-17-0108-FI
TFHVJ2DE	10.1108/APJML-08-2016-0139
EW3S6HLX	10.1080/1523908X.2017.1304817
8M64MPNY	10.1023/B:AGFO.0000029005.92691.79
7476RTC9	10.1017/S2047102515000023
SYMJPV6D	10.1029/2009EO130003
KYLFRCNE	10.1017/S2047102517000061
3CRXRKUB	10.1017/S1355770X15000078
8987LVNQ	10.1017/S0954102007000077
3A26Y9L3	10.1029/2006WR005584
2SI9CVES	10.1017/S0376892999000302
LSJEWTAW	10.1017/S0376892916000552
CLYSRAP7	10.1017/S0030605315001398
UM2PJJIE	10.1017/S0030605304000055
QVXA75WB	10.1017/S0030605307000218
R8RMU2C6	10.1017/S0022050718000347
AP9LH753	10.1017/S0030605315000782
VBKDX8L3	10.1017/S0030605312001445
9HXCA8ZH	10.1017/S0030605309000064
PTRMM8NL	10.1017/S0030605305000608
AVTU4X38	10.1016/S0966-6923(01)00013-8
Z8VHALJB	10.1016/S0743-0167(01)00031-6
BMRHKCU4	10.1016/S1001-0742(09)60230-8
CXX28YFP	10.1016/S0921-8009(99)00051-8
GI7RWTNL	10.1016/S0921-8009(03)00188-5
ZQA7KS4T	10.1016/S0921-8009(02)00271-9
4AXMJS3D	10.1016/S0301-4215(02)00083-6
AEWTPH4M	10.1016/S0921-8009(01)00183-5
LFLK7A24	10.1016/S0016-7185(02)00088-X
58AT8VDX	10.1007/BF00043328
FC99AF4P	10.1007/BF02978608
FBJXC4MW	10.1007/BF02471988
D5AUAXCB	10.1016/S0305-750X(01)00039-0
U6C8VCZS	10.1017/S0020818304582036
X5XJNFLZ	10.1079/PAVSNNR20116053
R4WCMQL6	10.1017/S0376892917000157
YGKY9YHM	10.1017/S0030605311000913
RBLHVMDT	10.2190/HS.42.3.f
GM9EX23L	10.5751/ES-06537-190131
98B5PSVG	10.5751/ES-08462-210237
Q3LPIGSN	10.5751/ES-02400-130204
F55AIYPG	10.3200/ENVT.47.5.8-23
YAPF7S3Q	10.5751/ES-02827-140126
5RRQBDLV	10.2305/IUCN.CH.2014.PARKS-20-2.HDJ.en
IGBXLY2M	10.1179/1024529413Z.00000000034
JFWVN3LU	10.1108/IJLBE-10-2016-0016
N37N49IP	10.1071/WR10029
GNABE5Y3	10.1017/S2047102518000201
I26EKNAQ	10.1016/S0921-8009(97)00144-4
A6Q3FIBR	10.1016/S0921-8009(02)00274-4
7ZPF4HE4	10.1017/S0376892915000090
7AA5PU6F	10.1017/S0376892911000543
IUQYU6XL	10.1017/S001447971600051X
S4B22PC5	10.1016/S0169-5150(98)00048-6
E2IG5N2L	10.1016/S0140-6736(07)61256-2
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8YGVNKVE	10.5751/ES-09848-230115
JYI4SJZI	10.1641/0006-3568(2005)055[1041:OOIW]2.0.CO;2
YLFBJBN8	10.1175/JHM406.1
Z2KFT8HE	10.1023/A:1006127516791
CP7GUKZX	10.1016/S0169-5347(97)01219-6
WN5J5JDP	10.1017/S0376892903000250
3GMCX87B	10.1016/J.FUPROC.2015.08.031
MHPWVM3J	10.1016/B978-0-12-420190-3.00005-3
QE6372L3	10.1007/BF00324222
WDKCZPAN	10.1175/1520-0442(1999)012<1368:AMRROA>2.0.CO;2
EXW9BLD7	10.1073/PNAS.0901639106
CX9G962R	10.1016/J.GLOENVCHA.2009.11.004
X998AFSQ	10.1016/S0305-750X(02)00040-2
WWDGG6KE	10.3097/LO.201021
ZI6KUWN5	10.1016/J.IJINTREL.2008.04.001
8L8RGTHE	10.1016/BS.APAR.2016.02.009
WFUBB4H9	10.2111/05-115R.1
SBW8IX7D	10.1016/J.CRM.2015.11.003
PM9ZBCKM	10.5751/ES-06917-200117
3RCSKY56	10.1023/B:ENVR.0000031408.71386.b4
U6ZFCSDZ	10.1017/CBO9781107415324.024
5G8N9FSH	10.2307/30034142
SB2FS454	10.1016/S2542-5196(18)30206-7
BYZHBQRW	10.2111/REM-D-13-00124.1
8I9DEWWB	10.1029/1999GB900046
UUHBHUHF	10.1126/SCIENCE.288.5467.854
5A62UEEJ	10.1029/WR015i005p01250
IW2EQJXX	10.1175/1520-0442(1999)012<2775:MTTITH>2.0.CO;2
BC58UM8V	10.1023/A:1011812528849
JWIU5FFR	10.1016/S0169-5347(03)00100-9
YSALA3A5	10.1179/1947461X13Z.00000000020
DJIW8B2L	10.1016/J.TREE.2014.11.006
DE8TCK6L	10.1641/0006-3568(2002)052[0883:UBAC]2.0.CO;2
WXAY76HI	10.1016/J.BIOCON.2017.12.021
2NXZZXHV	10.1017/S1464793102006061
UYW3LYMY	10.1016/J.CUB.2015.05.030
RGFU26E3	10.1890/1540-9295(2003)001[0488:RDECAR]2.0.CO;2
URXTL4AN	10.1016/S0140-6736(15)00128-2
5NF3Q9D7	10.1142/S2010007812500029
D6LTWQ5G	10.5194/bg-14-301-2017
TSRG84FD	10.2489/jswc.70.3.55A
C3UFLJ69	10.5751/ES-00664-090203
NHUT3L8Z	10.1890/1540-9295(2003)001[0031:PSATEO]2.0.CO;2
TZF73C6Y	10.1016/J.TREE.2015.08.009
GR68LM9Y	10.1890/0012-9658(2001)082[3275:IITTBT]2.0.CO;2
PE79M2PW	10.1016/S0308-597X(98)00016-5
RGVZX2YQ	10.1016/S1366-7017(01)00008-3
J43E9PX5	10.1016/S0048-9697(99)00315-0
9G7H9SND	https://doi.org/10.18356/6d0f0152-en
2UG7BPBX	10.1017/S0376892915000119
WVWH9DHH	10.1023/A:1025071822388
SWLU56EA	10.1641/0006-3568(2000)050[0313:TCLAAM]2.3.CO;2
JD74NT86	10.1016/J.COSUST.2015.11.001
TFPZ7X9Z	10.1016/J.GLOENVCHA.2011.10.007
2NAZ2BYL	10.1016/S0006-3207(03)00099-5
54TBJYI9	10.5751/ES-03564-1504r01
ZCQBYRL5	10.1016/J.COSUST.2017.08.009
46HTCM8P	10.1016/J.JENVMAN.2014.11.013
LUR667YB	10.5751/ES-03610-150420
JXYUUCS2	10.1504/IJHD
ILI29WNK	10.1016/S0921-8009(98)00107-4
AYW8539T	10.1016/J.ECOLECON.2016.05.013
FP4S3FK6	10.2307/41323496
YYN6ZE7X	10.5751/ES-09088-210444
C6ZKG8QJ	10.4314/ijma.v1i6.1
EQ3H6DGL	10.1016/J.MARPOL.2017.05.030
NEXHDFU7	10.1016/S1462-9011(03)00047-9
SH4KRVRM	10.1016/J.FORECO.2008.09.003
6ACPR347	10.1016/J.GLOENVCHA.2016.05.008
BQCDSNDV	10.1016/J.JHYDROL.2016.12.040
4Y4XYBPF	10.5751/ES-08685-210404
HE22EC7G	10.1016/J.MARPOL.2015.05.012
YT5UAH8K	10.5751/ES-00593-080201
7U96FTD3	10.1016/J.PECON.2017.05.003
BU35EX5N	10.1016/J.GLOENVCHA.2014.06.001
VYMBJUWN	10.1890/1540-9295(2007)5[13:DTHEF]2.0.CO;2
ZY2Y56IC	10.5751/ES-10020-230203
AP2AE96Q	10.1016/J.ENERGY.2016.03.055
3IGWWKYZ	10.1016/J.GLOENVCHA.2017.01.002
9MBR47A5	10.1016/B978-0-12-394277-7.00004-X
LCCR6U2W	10.1016/J.BAAE.2009.12.001
CWC9H7ZF	10.5751/ES-06283-190141
LJNKT5A5	10.1016/J.GLOENVCHA.2008.03.004
NWRL7IKD	10.5751/ES-04552-170228
QMMQJUGC	10.1016/J.TECHNOVATION.2006.11.004
HI83G9GG	10.1016/J.ECOLECON.2004.12.027
PM9QRCU7	10.1016/J.FUTURES.2012.03.014
MXZ6H2EX	10.1017/S0814062600004213
V83Y7B9B	10.5751/ES-05619-180307
MBF3DR67	10.1023/A:1010795305097
Q5ARTKG9	10.5751/ES-04886-170327
MG9RRZJB	10.1016/J.ENVSCI.2007.11.001
B7K9RL83	10.1061/(ASCE)0733-9496(2009)135:1(1)
9BILQZAP	10.1016/J.COSUST.2013.11.022
Z65U85AF	10.1016/J.JCLEPRO.2014.04.070
MJGUESZ7	10.22022/ESM/04-2018.15241
3ALC88B9	10.1016/J.SCITOTENV.2015.07.022
D9II3MD6	10.1016/J.BIOCON.2005.09.005
3TTHLIEJ	10.1016/J.JCLEPRO.2013.11.039
DL8WZPI5	10.1016/J.APGEOG.2016.09.013
YJ7SQQCX	10.1016/B978-0-12-805375-1.00011-8
JNIDUPL6	10.1016/J.ECOLECON.2017.04.029
BTB9VWN3	10.5751/ES-09923-230135
HZIJN25L	10.1073/PNAS.1611386113
JNUNQCHS	10.1016/S0959-6526(03)00075-1
II46RR55	10.1016/S0305-750X(01)00134-6
AJLIFKG7	10.1016/J.ENVSCI.2016.12.013
MND85KLF	10.1016/J.JCLEPRO.2017.11.003
43ID95YM	10.1029/2007GB002947
46P3NR25	10.1023/A:1013806223310
RSJAQGU7	10.1641/0006-3568(2001)051[0180:aditnu]2.0.co;2
B2Q8UCKR	10.1175/BAMS-D-16-0149
AHQJE7J6	10.1016/S0305-750X(00)00055-3
MCNNJQSR	10.1300/J091v19n01_02
6NTQYIRB	10.1016/0308-597X(91)90003-T
A2YJ3LPG	10.1016/S0166-0462(00)00040-5
Y7734CRU	10.1017/S106828050000575X
ZCXFTLQZ	10.1016/S0305-750X(99)00026-1
3SA655IA	10.1017/S0376892998000319
9J258UAH	10.1111/j.1755-263X.2011.00166.x
SBT25W52	10.1023/A:1008877309871
3GFB25HT	10.1016/S0169-2046(00)00136-5
Q372MH3K	10.1023/A:1005357915441
6MRJHIIN	10.2307/1811100
YDCUGVEV	10.1016/S0921-8009(97)00118-3
X6WIWAR4	10.1016/S0047-2727(01)00088-3
YMHH2GGB	10.1017/S1355770X04001883
GTVG5R58	10.1002/2015WR017349
NU5G3U7U	10.1017/S1367943004001532
HUAD8TIU	10.1017/S1355770X07003671
LP88NAET	10.1002/2017GL075888
NJHIPZQ3	10.1023/B:JOEG.0000031425.72248.85
S2LEIXTT	10.1111/1467-937X.00205
ABARN6QR	10.5751/ES-09907-230119
KIHELI5N	10.1056/NEJMra1602113
J2A275RL	10.1016/S0169-7218(10)02005-8
6NHCQ9NI	10.1016/S0308-521X(00)00031-7
EWSIJ5YI	10.5465/AMR.1995.9512280035
LL883TDJ	10.1016/S0921-8009(98)00062-7
BPQEGSGL	10.1016/S0040-1625(99)00091-8
ZZ483W87	10.1175/BAMS-D-17-0116.1
M2MHDWYW	10.1016/S0140-6736(14)60460-8
68LSIECK	10.1017/S0022278X14000688
6WA38VXL	10.1023/A:1021922105740
BZL3SG29	10.1016/S0921-8009(02)00026-5
KQPGB6XG	10.1023/A:1019111327619
R87T8CDC	10.1111/j.1564-913X.2004.tb00546.x
6I26SDJN	10.2105/AJPH.2007.131383
6XL3HFFJ	10.1175/BAMS-D-16-0009.1
SKJPJNSJ	10.1016/S0305-750X(00)00076-0
QYMQR2BR	10.9774/GLEAF.978-1-907643-06-4_5
NSP8KW75	10.1130/GSAT151A.1
ZVV7T4VD	10.1016/S2095-6339(15)30021-6
IGJKP8IX	10.1016/S0065-2113(05)87001-4
VF2MG9NP	10.1023/A:1024691919628
INHZJY8X	10.1016/S1473-3099(13)70318-9
NWBNP5E5	10.1007/BF02436772
DPPHYQR6	10.1017/S1355770X15000248
NB6Z3CY6	10.3389/FMARS.2017.00159
RYSLLQER	10.1016/S0301-4215(98)00025-1
LLSRJMEI	10.1017/S0030605307001755
SYGN9TPD	10.1175/WCAS-D-13-00059.1
QTQKW586	10.1007/BF00058517
A9ETWADU	10.5751/ES-06875-200138
CV44CGXW	10.1641/0006-3568(2003)053[1159:TECOSA]2.0.CO;2
DH9RQFX2	10.1016/S0147-6513(03)00141-6
YRJB34NK	10.1016/S0095-0696(03)00021-4
QLM3JK9R	10.3368/le.77.2.172
VPBDZYG8	10.1111/j.1755-263X.2010.00107.x
2DV9CD4B	10.1111/j.1755-263X.2012.00226.x
URM4TXET	10.1109/MCOM.2011.5978416
TJUX5RU4	10.1111/j.1755-263X.2011.00207.x
95UK8CW4	10.1177/0734242X07076941
GB2535EK	10.1016/S0014-2921(01)00082-4
SLEUG2T8	10.1016/S0016-7061(02)00265-3
Y5WIZ24I	10.1023/B:INEA.0000005767.67689.28
A8XJR4RG	10.1017/S1355770X14000400
Q8AFCBFX	10.31644/ED.7.2016.a02
JFUJPZGI	10.1016/0304-3878(93)90062-R
4YKHAYUR	10.1023/B:PRAG.0000040806.39604.aa
9K3A49MS	10.1017/CBO9781107415324.004
GZSXHLUR	10.1073/pnas.0914216107/-/DCSupplemental.www.pnas.org/cgi/doi/10.1073/pnas.0914216107
VLSDSV94	10.1016/S0964-5691(01)00074-6
EXR47I87	10.1017/S0376892997000465

TODO Do Exist

TODO Finally we check, if these dois exist but are not ingested into OpanAlex. This is done using the doi.org resolver This is disabled at the moment and still needs o=to be implemented.

Bibliographic analysis

In the bibliographic analysis, we can only analyse the references in OpenAlex as the bibliographic metadata alanised is not in the Zotero liubrary but retrieved from OpenAlex.

Publication types

Works on Zenodo as well as on OpenAlex are of different types. Here we show these separate.

Show the code

bib_data$figure_types_data |>
  dplyr::arrange(
    from,
    desc(count)
  ) |>
  knitr::kable(
    caption = "Types of documents from the Zotero bibliography as well as from OpenApex."
  )

Types of documents from the Zotero bibliography as well as from OpenApex.
type	count	from
article	5335	OpenAlex
review	196	OpenAlex
preprint	24	OpenAlex
book-chapter	20	OpenAlex
book	4	OpenAlex
erratum	4	OpenAlex
editorial	3	OpenAlex
other	2	OpenAlex
paratext	1	OpenAlex
journalArticle	6049	Zotero
book	863	Zotero
bookSection	347	Zotero
document	250	Zotero
report	192	Zotero
webpage	98	Zotero
manuscript	42	Zotero
conferencePaper	30	Zotero
thesis	9	Zotero
blogPost	5	Zotero
newspaperArticle	2	Zotero
bill	1	Zotero
case	1	Zotero
statute	1	Zotero

Show the code

bib_data$figure_types

Zenodo versus OpenAlex Types

The types entered in the Zenodo library and the types as retrieved from OpenAlex are not linked, therefore they can differ, This can indicate problems but not necessarily has to. These cases need to be carefully evaluated and here only a starting point is given.

NA in OpenAlex is likely caused by the doi not found in OpenAlex (not in there, not valid, non-standard DOI in Zenodo). NA in Zotero is linked to non-standard DOI entries (i.e. with http) whcih can therefore not be linked to OpenAlex data. If all DOIs are in standard format, there should be no NAs in this Table in the column Ferom Zenodo.

Improvements should be done after feedback.

Show the code

bib_data$metrics$types$comparison |>
  knitr::kable(
    col.names = c("Type from Zenodo", "Type from [OpenAlex](https://OpenAlex.org){target='_blank'}", "count"),
    caption = "Table giving the combination of types from Zenodo as well as [OpenAlex](https://OpenAlex.org){target='_blank'} and their frequency"
  )

Table giving the combination of types from Zenodo as well as OpenAlex and their frequency
Type from Zenodo	Type from OpenAlex	count
journalArticle	article	4666
journalArticle	NA	1158
book	NA	863
NA	article	666
bookSection	NA	347
document	NA	250
report	NA	192
journalArticle	review	182
webpage	NA	98
manuscript	NA	42
conferencePaper	NA	26
journalArticle	preprint	23
NA	review	14
NA	book-chapter	12
thesis	NA	9
journalArticle	book-chapter	8
blogPost	NA	5
journalArticle	erratum	4
conferencePaper	article	3
journalArticle	book	3
journalArticle	other	2
journalArticle	editorial	2
newspaperArticle	NA	2
conferencePaper	book	1
bill	NA	1
case	NA	1
statute	NA	1
journalArticle	paratext	1
NA	editorial	1
NA	preprint	1

Year of Publication

Show the code

bib_data$figure_pub_year

Warning: Removed 1 row containing missing values or values outside the scale range
(`geom_col()`).

Access Status of References

This is checked by using the OpenAlex retrieved works. Therefore it is li=mited to the works that are on OpenAlex. At the moment, only references with a DOI were retrieved from OpenAlex.

Show the code

bib_data$figure_oa_status

50 Most often cited Journals

Based on the data entered in the bibliography on Zenodo

Show the code

bib_data$figure_top_journals

This table contains all Journals as specified in the Zotero database.

Show the code

bib_data$figure_top_journals_data |>
  IPBES.R::table_dt("cited_journals")

Coutries of Institutes of all authors

In this section we will take a closer look at the countries from which ih the authors ot the publication come. THe data comes from OpenAlex and includes all authoirs without weighting.

Show the code

#|
#| fig-height: 10
#| fig-width: 10

bib_data$figure_top_country_map

This plot only contains the countries with more than 10 references.

Show the code

#|
#| fig-height: 10
#| fig-width: 10

bib_data$figure_top_country

This table contains all countries and the number of authorship.

Show the code

bib_data$figure_top_country_data |>
  IPBES.R::table_dt("top_countries")